Rabab Ali Abumalloh

20 papers B 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Discov. Comput.
Abdullah Alghamdi, Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Hossein Ahmadi, Mesfer Alrizq, Sultan Alyami
2025 B conf
PERSUASIVE
Areej Babiker, Sameha Alshakhsi, Rabab Ali Abumalloh, Ala Yankouskaya, Dena Al-Thani, Magnus Liebherr, Raian Ali
2025 J jnl
Ann. Oper. Res.
Mehrbakhsh Nilashi, Abdullah M. Baabdullah, Rabab Ali Abumalloh, Keng-Boon Ooi, Garry Wei-Han Tan, Mihalis Giannakis, Yogesh K. Dwivedi
2025 conf
XR (3)
Osama Halabi, Rabab Ali Abumalloh, Ghazi Eldawi, Omar Amin, Karim Zayed
2025 J jnl
Entertain. Comput.
Rabab Ali Abumalloh, Osama Halabi, Mehrbakhsh Nilashi
2025 J jnl
Educ. Inf. Technol.
Mehrbakhsh Nilashi, Rabab Ali Abumalloh
2024 J jnl
Int. J. Fuzzy Syst.
Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Hossein Ahmadi, Sarminah Samad, Sultan Alyami, Abdullah Alghamdi, Mesfer Alrizq, Salma Yasmin Mohd Yusuf
2024 conf
RCIS (1)
Rabab Ali Abumalloh, Selin Gurgun, Muaadh Noman, Keith Phalp, Osama Halabi, Vasilis Katos, Raian Ali
2024 conf
BESC
Rabab Ali Abumalloh, Osama Halabi, Asmaa Alfadala, Raian Ali
2024 J jnl
Ann. Oper. Res.
Rabab Ali Abumalloh, Mehrbakhsh Nilashi, Keng-Boon Ooi, Garry Wei-Han Tan, Tat Huei Cham, Yogesh K. Dwivedi, Laurie Hughes
2024 conf
GoodIT
Rabab Ali Abumalloh, Osama Halabi, Wahiba Abu-Ras, Raian Ali
2023 J jnl
ICT Express
Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Ahmed H. Almulihi, Mesfer Alrizq, Abdullah Alghamdi, Muhammed Yousoof Ismail, Abul Bashar, Waleed Abdu Zogaan, Shahla Asadi
2023 J jnl
Telematics Informatics
Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Saidatulakmal Mohd, Sharifah Nurlaili Farhana Syed Azhar, Sarminah Samad, Ha Hang Thi, Omar A. Alghamdi, Abdullah Alghamdi
2023 J jnl
Comput. Biol. Chem.
Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Salma Yasmin Mohd Yusuf, Ha Hang Thi, Mohammad Alsulami, Hamad Ali Abosaq, Sultan Alyami, Abdullah Alghamdi
2023 J jnl
Telematics Informatics
Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Sarminah Samad, Behrouz Minaei-Bidgoli, Ha Hang Thi, Omar A. Alghamdi, Muhammed Yousoof Ismail, Hossein Ahmadi
2022 J jnl
Int. J. Fuzzy Syst.
Shahla Asadi, Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Sarminah Samad, Ali Ahani, Fahad Ghabban, Salma Yasmin Mohd Yusuf, Eko Supriyanto
2022 J jnl
Educ. Inf. Technol.
Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Masoumeh Zibarzani, Sarminah Samad, Waleed Abdu Zogaan, Muhammed Yousoof Ismail, Saidatulakmal Mohd, Noor Adelyna Mohammed Akib
2022 J jnl
Telematics Informatics
Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Mesfer Alrizq, Abdullah Alghamdi, Sarminah Samad, Ahmed H. Almulihi, Maha M. Althobaiti, Muhammed Yousoof Ismail, Saidatulakmal Mohd
2021 J jnl
Telematics Informatics
Mehrbakhsh Nilashi, Shahla Asadi, Behrouz Minaei-Bidgoli, Rabab Ali Abumalloh, Sarminah Samad, Fahad Ghabban, Ali Ahani
2021 J jnl
Telematics Informatics
Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Abdullah Alghamdi, Behrouz Minaei-Bidgoli, Abdulaziz A. Alsulami, Mohammed I. Thanoon, Shahla Asadi, Sarminah Samad
redb/extractors/js_extractors/scripts/js-xray-runner.js
← Index redb/extractors/js_extractors/scripts/js-xray-runner.js javascript
#!/usr/bin/env node
// Bridge between the Python JS pipeline and @nodesecure/js-x-ray.
//
// Usage: node js-xray-runner.js <path-to-js-file>
//   stdout  one JSON object: {"obfuscator": <name|null>, "warnings": [...]}
//   stderr  human-readable error on failure
//   exit 0  analysis ran (the file may still be benign — see "obfuscator")
//   exit 1  the file could not be read or analysed
//
// Each warning is emitted as {kind, value} so the Python side can tag
// supporting signals (encoded-literal, short-identifiers, suspicious-literal,
// unsafe-stmt) without having to mirror js-x-ray's whole schema.
//
// js-x-ray ≥7 ships as an ES module, which CommonJS `require()` cannot load
// from a `.js` script — the dynamic `import()` below is what makes the
// bridge work without renaming the file to `.mjs` or adding `"type":
// "module"` to package.json (which would break tools that still
// `require()` from this directory).

const fs = require("fs");
const path = require("path");

function fail(msg) {
  process.stderr.write(msg + "\n");
  process.exit(1);
}

async function main() {
  const target = process.argv[2];
  if (!target) fail("usage: js-xray-runner.js <file>");

  let source;
  try {
    source = fs.readFileSync(target, "utf8");
  } catch (e) {
    fail(`read failed: ${e.message}`);
  }

  // The legacy `runASTAnalysis` function is deprecated (removed in v8); the
  // current API is the `AstAnalyser` class. Both produce a result with the
  // same `warnings` shape, so the rest of the bridge is unchanged.
  let AstAnalyser;
  try {
    ({ AstAnalyser } = await import("@nodesecure/js-x-ray"));
  } catch (e) {
    fail(`@nodesecure/js-x-ray not installed (run \`npm install\` in ${path.dirname(__filename)}): ${e.message}`);
  }

  // js-x-ray defaults to module-mode parsing, which rejects scripts that
  // (legally) use reserved words as identifiers, top-level `return`, etc.
  // A lot of real-world JS malware is script-style (WScript/HTA bodies,
  // pasted snippets) — retrying in script mode catches those without
  // pulling in a more lenient parser. Both attempts share the same
  // analyser; only the parse mode flips. If both fail, the original error
  // (module-mode) is reported because that's the more informative one for
  // genuinely broken sources.
  let result;
  const analyser = new AstAnalyser();
  let firstErr;
  try {
    result = await analyser.analyse(source, { module: true });
  } catch (e) {
    firstErr = e;
    try {
      result = await analyser.analyse(source, { module: false });
    } catch (e2) {
      fail(`js-x-ray analysis failed: ${firstErr.message}`);
    }
  }

  const warnings = (result.warnings || []).map((w) => ({
    kind: w.kind,
    value: w.value !== undefined ? w.value : null,
  }));

  // js-x-ray flags the obfuscator family in a warning whose kind is
  // "obfuscated-code" and whose value names the family (jsfuck, obfuscator.io,
  // freejsobfuscator, morse, jjencode, ...). Absent => not detected.
  const obfWarning = warnings.find((w) => w.kind === "obfuscated-code");
  const obfuscator = obfWarning ? obfWarning.value : null;

  // js-x-ray runs its own AST internally with a modern parser, so its
  // identifier-length average is the only path the Python pipeline has to
  // that signal on ES2015+ sources — pyjsparser is ES5.1-only and silently
  // drops to 0 the moment it hits destructuring, classes, optional chaining,
  // etc. Surfacing this lets the heuristic's `avg_identifier_length<2`
  // strong signal fire on real obfuscator.io output. `null` when the value
  // is missing or non-numeric (defensive — older js-x-ray builds may differ).
  const idsLengthAvg =
    typeof result.idsLengthAvg === "number" && !Number.isNaN(result.idsLengthAvg)
      ? result.idsLengthAvg
      : null;

  process.stdout.write(JSON.stringify({ obfuscator, warnings, idsLengthAvg }));
}

main().catch((e) => fail(e.message || String(e)));